Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 100 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 36.3 KiB |
| Average record size in memory | 371.2 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 7 |
| Categorical | 3 |
year has constant value "" | Constant |
month has constant value "" | Constant |
day has constant value "" | Constant |
Close is highly overall correlated with High and 2 other fields | High correlation |
High is highly overall correlated with Close and 2 other fields | High correlation |
Low is highly overall correlated with Close and 2 other fields | High correlation |
Open is highly overall correlated with Close and 2 other fields | High correlation |
timestamp has unique values | Unique |
Volume has unique values | Unique |
minute has 8 (8.0%) zeros | Zeros |
Reproduction
| Analysis started | 2024-02-03 18:28:27.669813 |
|---|---|
| Analysis finished | 2024-02-03 18:29:06.551006 |
| Duration | 38.88 seconds |
| Software version | ydata-profiling vv4.6.3 |
| Download configuration | config.json |
timestamp
Date
UNIQUE
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 928.0 B |
| Minimum | 2024-02-02 11:40:00 |
|---|---|
| Maximum | 2024-02-02 19:55:00 |
Histogram with fixed size bins (bins=50)
Open
Real number (ℝ)
HIGH CORRELATION
| Distinct | 76 |
|---|---|
| Distinct (%) | 76.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 411.2324 |
| Minimum | 409.23 |
|---|---|
| Maximum | 412.54 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 928.0 B |
Quantile statistics
| Minimum | 409.23 |
|---|---|
| 5-th percentile | 409.90125 |
| Q1 | 411.0275 |
| median | 411.285 |
| Q3 | 411.54 |
| 95-th percentile | 412.01 |
| Maximum | 412.54 |
| Range | 3.31 |
| Interquartile range (IQR) | 0.5125 |
Descriptive statistics
| Standard deviation | 0.55763461 |
|---|---|
| Coefficient of variation (CV) | 0.0013560085 |
| Kurtosis | 2.3873293 |
| Mean | 411.2324 |
| Median Absolute Deviation (MAD) | 0.255 |
| Skewness | -1.1315671 |
| Sum | 41123.24 |
| Variance | 0.31095636 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 411.435 | 4 | 4.0% |
| 411.1 | 4 | 4.0% |
| 412.01 | 3 | 3.0% |
| 410.82 | 3 | 3.0% |
| 411 | 3 | 3.0% |
| 411.54 | 3 | 3.0% |
| 411.45 | 2 | 2.0% |
| 411.325 | 2 | 2.0% |
| 411.19 | 2 | 2.0% |
| 411.465 | 2 | 2.0% |
| Other values (66) | 72 |
| Value | Count | Frequency (%) |
| 409.23 | 1 | |
| 409.61 | 1 | |
| 409.79 | 1 | |
| 409.828 | 1 | |
| 409.83 | 1 | |
| 409.905 | 1 | |
| 409.97 | 1 | |
| 410.28 | 1 | |
| 410.54 | 1 | |
| 410.645 | 1 |
| Value | Count | Frequency (%) |
| 412.54 | 1 | 1.0% |
| 412.23 | 1 | 1.0% |
| 412.08 | 1 | 1.0% |
| 412.01 | 3 | |
| 412 | 1 | 1.0% |
| 411.97 | 1 | 1.0% |
| 411.92 | 1 | 1.0% |
| 411.91 | 1 | 1.0% |
| 411.81 | 1 | 1.0% |
| 411.76 | 1 | 1.0% |
High
Real number (ℝ)
HIGH CORRELATION
| Distinct | 68 |
|---|---|
| Distinct (%) | 68.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 411.51252 |
| Minimum | 409.631 |
|---|---|
| Maximum | 415.318 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 928.0 B |
Quantile statistics
| Minimum | 409.631 |
|---|---|
| 5-th percentile | 410.309 |
| Q1 | 411.22 |
| median | 411.49 |
| Q3 | 411.74625 |
| 95-th percentile | 412.2735 |
| Maximum | 415.318 |
| Range | 5.687 |
| Interquartile range (IQR) | 0.52625 |
Descriptive statistics
| Standard deviation | 0.65363701 |
|---|---|
| Coefficient of variation (CV) | 0.001588377 |
| Kurtosis | 11.579244 |
| Mean | 411.51252 |
| Median Absolute Deviation (MAD) | 0.265 |
| Skewness | 1.4715199 |
| Sum | 41151.252 |
| Variance | 0.42724134 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 411.22 | 6 | 6.0% |
| 411.45 | 6 | 6.0% |
| 411.5 | 5 | 5.0% |
| 411.65 | 4 | 4.0% |
| 411.3 | 3 | 3.0% |
| 411.49 | 3 | 3.0% |
| 411.2 | 3 | 3.0% |
| 411.39 | 2 | 2.0% |
| 412.11 | 2 | 2.0% |
| 411.4 | 2 | 2.0% |
| Other values (58) | 64 |
| Value | Count | Frequency (%) |
| 409.631 | 1 | |
| 409.99 | 1 | |
| 410.06 | 1 | |
| 410.08 | 1 | |
| 410.29 | 1 | |
| 410.31 | 1 | |
| 410.38 | 1 | |
| 410.81 | 1 | |
| 410.89 | 1 | |
| 410.95 | 1 |
| Value | Count | Frequency (%) |
| 415.318 | 1 | |
| 412.65 | 1 | |
| 412.63 | 1 | |
| 412.42 | 1 | |
| 412.34 | 1 | |
| 412.27 | 1 | |
| 412.23 | 1 | |
| 412.22 | 1 | |
| 412.202 | 1 | |
| 412.15 | 1 |
Low
Real number (ℝ)
HIGH CORRELATION
| Distinct | 71 |
|---|---|
| Distinct (%) | 71.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 411.00971 |
| Minimum | 409.08 |
|---|---|
| Maximum | 412.005 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 928.0 B |
Quantile statistics
| Minimum | 409.08 |
|---|---|
| 5-th percentile | 409.709 |
| Q1 | 410.8425 |
| median | 411.04 |
| Q3 | 411.38 |
| 95-th percentile | 411.7005 |
| Maximum | 412.005 |
| Range | 2.925 |
| Interquartile range (IQR) | 0.5375 |
Descriptive statistics
| Standard deviation | 0.54949715 |
|---|---|
| Coefficient of variation (CV) | 0.0013369444 |
| Kurtosis | 1.8366955 |
| Mean | 411.00971 |
| Median Absolute Deviation (MAD) | 0.272 |
| Skewness | -1.229793 |
| Sum | 41100.971 |
| Variance | 0.30194712 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 411.01 | 7 | 7.0% |
| 411.02 | 5 | 5.0% |
| 410.89 | 4 | 4.0% |
| 411.4 | 3 | 3.0% |
| 411 | 3 | 3.0% |
| 411.38 | 3 | 3.0% |
| 410.8 | 2 | 2.0% |
| 411.12 | 2 | 2.0% |
| 411.21 | 2 | 2.0% |
| 411.18 | 2 | 2.0% |
| Other values (61) | 67 |
| Value | Count | Frequency (%) |
| 409.08 | 1 | |
| 409.6 | 1 | |
| 409.64 | 2 | |
| 409.69 | 1 | |
| 409.71 | 1 | |
| 409.75 | 1 | |
| 409.83 | 1 | |
| 409.94 | 1 | |
| 410.18 | 1 | |
| 410.28 | 1 |
| Value | Count | Frequency (%) |
| 412.005 | 1 | |
| 411.92 | 1 | |
| 411.88 | 1 | |
| 411.72 | 1 | |
| 411.71 | 1 | |
| 411.7 | 1 | |
| 411.69 | 1 | |
| 411.63 | 1 | |
| 411.605 | 1 | |
| 411.59 | 2 |
Close
Real number (ℝ)
HIGH CORRELATION
| Distinct | 83 |
|---|---|
| Distinct (%) | 83.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 411.25441 |
| Minimum | 409.62 |
|---|---|
| Maximum | 412.51 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 928.0 B |
Quantile statistics
| Minimum | 409.62 |
|---|---|
| 5-th percentile | 409.9375 |
| Q1 | 411.09 |
| median | 411.29 |
| Q3 | 411.53625 |
| 95-th percentile | 412.0105 |
| Maximum | 412.51 |
| Range | 2.89 |
| Interquartile range (IQR) | 0.44625 |
Descriptive statistics
| Standard deviation | 0.51859011 |
|---|---|
| Coefficient of variation (CV) | 0.0012609959 |
| Kurtosis | 2.1013074 |
| Mean | 411.25441 |
| Median Absolute Deviation (MAD) | 0.235 |
| Skewness | -0.98121914 |
| Sum | 41125.441 |
| Variance | 0.2689357 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 411.15 | 3 | 3.0% |
| 411.01 | 3 | 3.0% |
| 411.53 | 3 | 3.0% |
| 411.29 | 2 | 2.0% |
| 411.32 | 2 | 2.0% |
| 411.17 | 2 | 2.0% |
| 411.62 | 2 | 2.0% |
| 411.155 | 2 | 2.0% |
| 411.09 | 2 | 2.0% |
| 411.22 | 2 | 2.0% |
| Other values (73) | 77 |
| Value | Count | Frequency (%) |
| 409.62 | 1 | |
| 409.78 | 1 | |
| 409.805 | 1 | |
| 409.822 | 1 | |
| 409.89 | 1 | |
| 409.94 | 1 | |
| 410.275 | 1 | |
| 410.45 | 1 | |
| 410.71 | 1 | |
| 410.752 | 1 |
| Value | Count | Frequency (%) |
| 412.51 | 1 | |
| 412.25 | 1 | |
| 412.055 | 1 | |
| 412.03 | 1 | |
| 412.02 | 1 | |
| 412.01 | 1 | |
| 411.99 | 1 | |
| 411.97 | 1 | |
| 411.941 | 1 | |
| 411.935 | 1 |
Volume
Real number (ℝ)
UNIQUE
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 209817.59 |
| Minimum | 130 |
|---|---|
| Maximum | 8214776 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 928.0 B |
Quantile statistics
| Minimum | 130 |
|---|---|
| 5-th percentile | 285.95 |
| Q1 | 1705.5 |
| median | 125568.5 |
| Q3 | 196226.5 |
| 95-th percentile | 392885.3 |
| Maximum | 8214776 |
| Range | 8214646 |
| Interquartile range (IQR) | 194521 |
Descriptive statistics
| Standard deviation | 824435.74 |
|---|---|
| Coefficient of variation (CV) | 3.9292975 |
| Kurtosis | 92.31299 |
| Mean | 209817.59 |
| Median Absolute Deviation (MAD) | 122568 |
| Skewness | 9.4425777 |
| Sum | 20981759 |
| Variance | 6.7969429 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1334 | 1 | 1.0% |
| 150803 | 1 | 1.0% |
| 127623 | 1 | 1.0% |
| 105652 | 1 | 1.0% |
| 153111 | 1 | 1.0% |
| 118496 | 1 | 1.0% |
| 147100 | 1 | 1.0% |
| 162362 | 1 | 1.0% |
| 312422 | 1 | 1.0% |
| 111519 | 1 | 1.0% |
| Other values (90) | 90 |
| Value | Count | Frequency (%) |
| 130 | 1 | |
| 168 | 1 | |
| 198 | 1 | |
| 243 | 1 | |
| 247 | 1 | |
| 288 | 1 | |
| 329 | 1 | |
| 339 | 1 | |
| 462 | 1 | |
| 556 | 1 |
| Value | Count | Frequency (%) |
| 8214776 | 1 | |
| 1099519 | 1 | |
| 613253 | 1 | |
| 439529 | 1 | |
| 437484 | 1 | |
| 390538 | 1 | |
| 348962 | 1 | |
| 339107 | 1 | |
| 336975 | 1 | |
| 328177 | 1 |
year
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.1 KiB |
| 2024 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 400 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2024 |
|---|---|
| 2nd row | 2024 |
| 3rd row | 2024 |
| 4th row | 2024 |
| 5th row | 2024 |
Common Values
| Value | Count | Frequency (%) |
| 2024 | 100 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2024 | 100 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 200 | |
| 0 | 100 | |
| 4 | 100 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 400 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 200 | |
| 0 | 100 | |
| 4 | 100 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 400 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 200 | |
| 0 | 100 | |
| 4 | 100 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 400 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 200 | |
| 0 | 100 | |
| 4 | 100 |
month
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.8 KiB |
| 2 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 100 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 100 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 100 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 100 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 100 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 100 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 100 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 100 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 100 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 100 |
day
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.8 KiB |
| 2 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 100 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 100 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 100 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 100 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 100 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 100 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 100 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 100 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 100 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 100 |
hour
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 9.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.32 |
| Minimum | 11 |
|---|---|
| Maximum | 19 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 928.0 B |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 13 |
| median | 15 |
| Q3 | 17 |
| 95-th percentile | 19 |
| Maximum | 19 |
| Range | 8 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.4241212 |
|---|---|
| Coefficient of variation (CV) | 0.15823245 |
| Kurtosis | -1.1807225 |
| Mean | 15.32 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.036009075 |
| Sum | 1532 |
| Variance | 5.8763636 |
| Monotonicity | Decreasing |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 19 | 12 | |
| 18 | 12 | |
| 17 | 12 | |
| 16 | 12 | |
| 15 | 12 | |
| 14 | 12 | |
| 13 | 12 | |
| 12 | 12 | |
| 11 | 4 | 4.0% |
| Value | Count | Frequency (%) |
| 11 | 4 | 4.0% |
| 12 | 12 | |
| 13 | 12 | |
| 14 | 12 | |
| 15 | 12 | |
| 16 | 12 | |
| 17 | 12 | |
| 18 | 12 | |
| 19 | 12 |
| Value | Count | Frequency (%) |
| 19 | 12 | |
| 18 | 12 | |
| 17 | 12 | |
| 16 | 12 | |
| 15 | 12 | |
| 14 | 12 | |
| 13 | 12 | |
| 12 | 12 | |
| 11 | 4 | 4.0% |
minute
Real number (ℝ)
ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | 12.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.3 |
| Minimum | 0 |
|---|---|
| Maximum | 55 |
| Zeros | 8 |
| Zeros (%) | 8.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 928.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 15 |
| median | 30 |
| Q3 | 45 |
| 95-th percentile | 55 |
| Maximum | 55 |
| Range | 55 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 17.483325 |
|---|---|
| Coefficient of variation (CV) | 0.61778535 |
| Kurtosis | -1.2402981 |
| Mean | 28.3 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | -0.063989921 |
| Sum | 2830 |
| Variance | 305.66667 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 55 | 9 | |
| 50 | 9 | |
| 45 | 9 | |
| 40 | 9 | |
| 35 | 8 | |
| 30 | 8 | |
| 25 | 8 | |
| 20 | 8 | |
| 15 | 8 | |
| 10 | 8 | |
| Other values (2) | 16 |
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 5 | 8 | |
| 10 | 8 | |
| 15 | 8 | |
| 20 | 8 | |
| 25 | 8 | |
| 30 | 8 | |
| 35 | 8 | |
| 40 | 9 | |
| 45 | 9 |
| Value | Count | Frequency (%) |
| 55 | 9 | |
| 50 | 9 | |
| 45 | 9 | |
| 40 | 9 | |
| 35 | 8 | |
| 30 | 8 | |
| 25 | 8 | |
| 20 | 8 | |
| 15 | 8 | |
| 10 | 8 |
| Close | High | Low | Open | Volume | hour | minute | |
|---|---|---|---|---|---|---|---|
| Close | 1.000 | 0.820 | 0.876 | 0.765 | -0.296 | -0.038 | -0.058 |
| High | 0.820 | 1.000 | 0.782 | 0.832 | -0.276 | -0.076 | -0.105 |
| Low | 0.876 | 0.782 | 1.000 | 0.870 | -0.314 | 0.104 | -0.076 |
| Open | 0.765 | 0.832 | 0.870 | 1.000 | -0.337 | -0.011 | -0.052 |
| Volume | -0.296 | -0.276 | -0.314 | -0.337 | 1.000 | 0.155 | -0.123 |
| hour | -0.038 | -0.076 | 0.104 | -0.011 | 0.155 | 1.000 | -0.078 |
| minute | -0.058 | -0.105 | -0.076 | -0.052 | -0.123 | -0.078 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| timestamp | Open | High | Low | Close | Volume | year | month | day | hour | minute | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2024-02-02 19:55:00 | 411.0500 | 411.2200 | 410.9800 | 411.1400 | 1334 | 2024 | 2 | 2 | 19 | 55 |
| 1 | 2024-02-02 19:50:00 | 411.0000 | 411.2200 | 410.9400 | 411.0900 | 1659 | 2024 | 2 | 2 | 19 | 50 |
| 2 | 2024-02-02 19:45:00 | 411.1850 | 411.2200 | 410.8900 | 411.0800 | 1430 | 2024 | 2 | 2 | 19 | 45 |
| 3 | 2024-02-02 19:40:00 | 411.2100 | 411.4000 | 411.0000 | 411.2100 | 2544 | 2024 | 2 | 2 | 19 | 40 |
| 4 | 2024-02-02 19:35:00 | 411.0200 | 411.3000 | 411.0100 | 411.2050 | 703 | 2024 | 2 | 2 | 19 | 35 |
| 5 | 2024-02-02 19:30:00 | 411.1700 | 411.4500 | 410.8900 | 411.2250 | 288 | 2024 | 2 | 2 | 19 | 30 |
| 6 | 2024-02-02 19:25:00 | 411.1000 | 411.4500 | 410.8900 | 411.1700 | 168 | 2024 | 2 | 2 | 19 | 25 |
| 7 | 2024-02-02 19:20:00 | 410.9500 | 411.5000 | 410.8900 | 411.1050 | 329 | 2024 | 2 | 2 | 19 | 20 |
| 8 | 2024-02-02 19:15:00 | 411.0800 | 411.1500 | 410.8800 | 411.0100 | 339 | 2024 | 2 | 2 | 19 | 15 |
| 9 | 2024-02-02 19:10:00 | 411.2800 | 411.3000 | 411.0100 | 411.1500 | 462 | 2024 | 2 | 2 | 19 | 10 |
| timestamp | Open | High | Low | Close | Volume | year | month | day | hour | minute | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 90 | 2024-02-02 12:25:00 | 410.7500 | 411.2320 | 410.6400 | 411.1700 | 174839 | 2024 | 2 | 2 | 12 | 25 |
| 91 | 2024-02-02 12:20:00 | 411.0600 | 411.1100 | 410.6300 | 410.7520 | 194026 | 2024 | 2 | 2 | 12 | 20 |
| 92 | 2024-02-02 12:15:00 | 409.7900 | 411.1050 | 409.6900 | 411.0600 | 390538 | 2024 | 2 | 2 | 12 | 15 |
| 93 | 2024-02-02 12:10:00 | 409.9050 | 410.0600 | 409.6400 | 409.7800 | 146972 | 2024 | 2 | 2 | 12 | 10 |
| 94 | 2024-02-02 12:05:00 | 409.9700 | 410.0800 | 409.7500 | 409.8900 | 201289 | 2024 | 2 | 2 | 12 | 5 |
| 95 | 2024-02-02 12:00:00 | 409.8300 | 410.3800 | 409.8300 | 409.9400 | 189132 | 2024 | 2 | 2 | 12 | 0 |
| 96 | 2024-02-02 11:55:00 | 410.2800 | 410.2900 | 409.6400 | 409.8220 | 229229 | 2024 | 2 | 2 | 11 | 55 |
| 97 | 2024-02-02 11:50:00 | 409.8280 | 410.3100 | 409.7100 | 410.2750 | 348962 | 2024 | 2 | 2 | 11 | 50 |
| 98 | 2024-02-02 11:45:00 | 409.6100 | 409.9900 | 409.6000 | 409.8050 | 296584 | 2024 | 2 | 2 | 11 | 45 |
| 99 | 2024-02-02 11:40:00 | 409.2300 | 409.6310 | 409.0800 | 409.6200 | 328177 | 2024 | 2 | 2 | 11 | 40 |